Associations

[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.

Associations

[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.

sofifa_id

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

age

-0.74

overall

-0.45

movement_reactions

-0.44

mentality_composure

-0.39

physic

-0.34

passing

-0.33

power_shot_power

-0.28

power_strength

-0.28

shooting

-0.25

mentality_aggression

-0.23

mentality_vision

-0.23

wage_eur

-0.23

defending

-0.21

weight_kg

-0.20

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

international_reputation

0.38

skill_moves

0.19

contract_valid_until

0.18

weak_foot

0.12

MOST FREQUENT VALUES

158023

1

<0.1%

247213

1

<0.1%

237712

1

<0.1%

235633

1

<0.1%

252324

1

<0.1%

248573

1

<0.1%

247870

1

<0.1%

247328

1

<0.1%

246666

1

<0.1%

240245

1

<0.1%

246416

1

<0.1%

246099

1

<0.1%

244024

1

<0.1%

242914

1

<0.1%

242752

1

<0.1%

SMALLEST VALUES

768

1

<0.1%

1179

1

<0.1%

2147

1

<0.1%

2335

1

<0.1%

2702

1

<0.1%

3281

1

<0.1%

3467

1

<0.1%

5479

1

<0.1%

7647

1

<0.1%

10466

1

<0.1%

10899

1

<0.1%

11381

1

<0.1%

11430

1

<0.1%

11811

1

<0.1%

12940

1

<0.1%

LARGEST VALUES

252905

1

<0.1%

252904

1

<0.1%

252903

1

<0.1%

252901

1

<0.1%

252900

1

<0.1%

252899

1

<0.1%

252898

1

<0.1%

252893

1

<0.1%

252892

1

<0.1%

252891

1

<0.1%

252890

1

<0.1%

252889

1

<0.1%

252888

1

<0.1%

252887

1

<0.1%

252886

1

<0.1%

age

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

sofifa_id

-0.74

overall

0.46

movement_reactions

0.46

physic

0.40

mentality_composure

0.37

power_strength

0.34

passing

0.31

potential

-0.26

power_shot_power

0.26

mentality_aggression

0.26

defending

0.24

weight_kg

0.24

team_jersey_number

-0.22

shooting

0.22

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

international_reputation

0.28

contract_valid_until

0.16

skill_moves

0.14

weak_foot

0.11

MOST FREQUENT VALUES

22

1,446

7.9%

21

1,375

7.5%

23

1,358

7.4%

27

1,324

7.2%

25

1,319

7.2%

24

1,296

7.1%

26

1,270

6.9%

20

1,247

6.8%

28

1,086

5.9%

19

1,011

5.5%

29

999

5.5%

30

883

4.8%

31

807

4.4%

18

640

3.5%

32

597

3.3%

SMALLEST VALUES

16

12

<0.1%

17

229

1.3%

18

640

3.5%

19

1,011

5.5%

20

1,247

6.8%

21

1,375

7.5%

22

1,446

7.9%

23

1,358

7.4%

24

1,296

7.1%

25

1,319

7.2%

26

1,270

6.9%

27

1,324

7.2%

28

1,086

5.9%

29

999

5.5%

30

883

4.8%

LARGEST VALUES

42

2

<0.1%

41

4

<0.1%

40

13

<0.1%

39

20

0.1%

38

42

0.2%

37

81

0.4%

36

131

0.7%

35

310

1.7%

34

301

1.6%

33

475

2.6%

32

597

3.3%

31

807

4.4%

30

883

4.8%

29

999

5.5%

28

1,086

5.9%

height_cm

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

movement_balance

-0.79

weight_kg

0.77

movement_agility

-0.63

movement_acceleration

-0.56

power_strength

0.54

skill_dribbling

-0.50

attacking_crossing

-0.50

movement_sprint_speed

-0.47

physic

0.46

skill_curve

-0.45

mentality_positioning

-0.45

skill_ball_control

-0.43

skill_fk_accuracy

-0.41

power_long_shots

-0.38

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.45

weak_foot

0.18

contract_valid_until

0.06

international_reputation

0.04

MOST FREQUENT VALUES

180

1,468

8.0%

178

1,213

6.6%

185

1,193

6.5%

183

1,160

6.3%

175

990

5.4%

188

904

4.9%

182

833

4.6%

184

820

4.5%

186

774

4.2%

177

722

4.0%

181

704

3.9%

187

682

3.7%

176

669

3.7%

179

641

3.5%

190

585

3.2%

SMALLEST VALUES

156

1

<0.1%

157

1

<0.1%

158

3

<0.1%

159

3

<0.1%

160

3

<0.1%

161

5

<0.1%

162

12

<0.1%

163

29

0.2%

164

21

0.1%

165

68

0.4%

166

60

0.3%

167

102

0.6%

168

195

1.1%

169

149

0.8%

170

455

2.5%

LARGEST VALUES

205

1

<0.1%

203

6

<0.1%

202

4

<0.1%

201

11

<0.1%

200

10

<0.1%

199

14

<0.1%

198

35

0.2%

197

51

0.3%

196

139

0.8%

195

136

0.7%

194

173

0.9%

193

316

1.7%

192

290

1.6%

191

464

2.5%

190

585

3.2%

weight_kg

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

height_cm

0.77

movement_balance

-0.67

power_strength

0.61

movement_agility

-0.55

physic

0.53

movement_acceleration

-0.49

movement_sprint_speed

-0.42

skill_dribbling

-0.42

attacking_crossing

-0.40

mentality_positioning

-0.36

skill_curve

-0.35

goalkeeping_positioning

0.34

goalkeeping_handling

0.34

goalkeeping_reflexes

0.34

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.38

weak_foot

0.14

international_reputation

0.10

contract_valid_until

0.05

MOST FREQUENT VALUES

70

1,455

8.0%

75

1,410

7.7%

80

1,060

5.8%

78

1,005

5.5%

72

983

5.4%

73

948

5.2%

74

890

4.9%

77

880

4.8%

76

860

4.7%

68

707

3.9%

79

659

3.6%

71

612

3.3%

82

584

3.2%

83

532

2.9%

69

524

2.9%

SMALLEST VALUES

50

1

<0.1%

52

2

<0.1%

53

2

<0.1%

54

6

<0.1%

55

6

<0.1%

56

13

<0.1%

57

15

<0.1%

58

35

0.2%

59

36

0.2%

60

142

0.8%

61

81

0.4%

62

157

0.9%

63

207

1.1%

64

297

1.6%

65

488

2.7%

LARGEST VALUES

110

1

<0.1%

107

1

<0.1%

104

2

<0.1%

103

3

<0.1%

102

3

<0.1%

101

4

<0.1%

100

2

<0.1%

99

3

<0.1%

98

10

<0.1%

97

12

<0.1%

96

21

0.1%

95

29

0.2%

94

42

0.2%

93

54

0.3%

92

81

0.4%

overall

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

movement_reactions

0.86

mentality_composure

0.72

potential

0.65

value_eur

0.64

passing

0.63

release_clause_eur

0.61

wage_eur

0.57

power_shot_power

0.57

dribbling

0.55

mentality_vision

0.51

attacking_short_passing

0.50

skill_long_passing

0.49

physic

0.48

age

0.46

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

international_reputation

0.48

skill_moves

0.46

weak_foot

0.25

contract_valid_until

0.17

MOST FREQUENT VALUES

66

1,141

6.2%

64

1,138

6.2%

65

1,124

6.1%

68

1,068

5.8%

67

1,065

5.8%

69

964

5.3%

63

946

5.2%

70

902

4.9%

62

873

4.8%

72

753

4.1%

71

715

3.9%

60

701

3.8%

61

649

3.6%

73

638

3.5%

59

545

3.0%

SMALLEST VALUES

48

43

0.2%

49

66

0.4%

50

103

0.6%

51

117

0.6%

52

169

0.9%

53

197

1.1%

54

232

1.3%

55

274

1.5%

56

360

2.0%

57

360

2.0%

58

485

2.7%

59

545

3.0%

60

701

3.8%

61

649

3.6%

62

873

4.8%

LARGEST VALUES

94

1

<0.1%

93

1

<0.1%

92

1

<0.1%

91

3

<0.1%

90

4

<0.1%

89

13

<0.1%

88

17

<0.1%

87

15

<0.1%

86

18

<0.1%

85

35

0.2%

84

49

0.3%

83

80

0.4%

82

92

0.5%

81

82

0.4%

80

157

0.9%

potential

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

overall

0.65

value_eur

0.58

release_clause_eur

0.57

movement_reactions

0.52

wage_eur

0.48

mentality_composure

0.44

dribbling

0.42

passing

0.39

attacking_short_passing

0.37

power_shot_power

0.35

mentality_vision

0.35

skill_ball_control

0.35

skill_long_passing

0.32

skill_dribbling

0.31

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.37

international_reputation

0.34

contract_valid_until

0.27

weak_foot

0.18

MOST FREQUENT VALUES

70

1,226

6.7%

68

1,195

6.5%

73

1,140

6.2%

72

1,131

6.2%

71

1,118

6.1%

69

1,111

6.1%

74

1,022

5.6%

67

987

5.4%

75

972

5.3%

66

882

4.8%

76

835

4.6%

65

781

4.3%

64

657

3.6%

77

650

3.6%

78

635

3.5%

SMALLEST VALUES

49

2

<0.1%

50

2

<0.1%

51

4

<0.1%

52

3

<0.1%

53

6

<0.1%

54

7

<0.1%

55

17

<0.1%

56

26

0.1%

57

43

0.2%

58

68

0.4%

59

122

0.7%

60

172

0.9%

61

228

1.2%

62

351

1.9%

63

459

2.5%

LARGEST VALUES

95

1

<0.1%

94

1

<0.1%

93

5

<0.1%

92

7

<0.1%

91

9

<0.1%

90

16

<0.1%

89

37

0.2%

88

45

0.2%

87

70

0.4%

86

116

0.6%

85

138

0.8%

84

214

1.2%

83

255

1.4%

82

291

1.6%

81

306

1.7%

value_eur

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

release_clause_eur

0.98

wage_eur

0.86

overall

0.64

potential

0.58

movement_reactions

0.56

mentality_composure

0.46

passing

0.43

dribbling

0.41

mentality_vision

0.37

power_shot_power

0.36

attacking_short_passing

0.33

shooting

0.33

skill_long_passing

0.31

skill_ball_control

0.31

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

international_reputation

0.63

skill_moves

0.41

contract_valid_until

0.22

weak_foot

0.19

MOST FREQUENT VALUES

1100000

491

2.7%

325000

384

2.1%

450000

358

2.0%

1200000

346

1.9%

425000

339

1.9%

1000000

325

1.8%

525000

322

1.8%

375000

317

1.7%

400000

313

1.7%

475000

312

1.7%

675000

306

1.7%

350000

300

1.6%

550000

291

1.6%

650000

289

1.6%

750000

285

1.6%

SMALLEST VALUES

0

250

1.4%

10000

4

<0.1%

20000

8

<0.1%

30000

28

0.2%

40000

52

0.3%

50000

110

0.6%

60000

140

0.8%

70000

97

0.5%

80000

134

0.7%

90000

131

0.7%

100000

178

1.0%

110000

185

1.0%

120000

192

1.1%

130000

209

1.1%

140000

218

1.2%

LARGEST VALUES

105500000

1

<0.1%

95500000

1

<0.1%

93500000

1

<0.1%

90000000

2

<0.1%

83000000

1

<0.1%

80500000

1

<0.1%

78000000

1

<0.1%

77500000

1

<0.1%

76500000

1

<0.1%

73000000

1

<0.1%

72500000

1

<0.1%

69000000

1

<0.1%

68000000

1

<0.1%

67500000

2

<0.1%

66000000

1

<0.1%

wage_eur

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

value_eur

0.86

release_clause_eur

0.84

overall

0.57

movement_reactions

0.51

potential

0.48

mentality_composure

0.42

passing

0.39

dribbling

0.35

mentality_vision

0.33

power_shot_power

0.32

attacking_short_passing

0.30

skill_long_passing

0.29

shooting

0.29

skill_ball_control

0.28

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

international_reputation

0.69

skill_moves

0.35

weak_foot

0.17

contract_valid_until

0.16

MOST FREQUENT VALUES

1000

4,976

27.2%

2000

2,967

16.2%

3000

1,825

10.0%

4000

1,303

7.1%

5000

891

4.9%

6000

639

3.5%

7000

548

3.0%

8000

439

2.4%

9000

330

1.8%

10000

283

1.5%

11000

258

1.4%

0

240

1.3%

12000

226

1.2%

14000

199

1.1%

13000

180

1.0%

SMALLEST VALUES

0

240

1.3%

1000

4,976

27.2%

2000

2,967

16.2%

3000

1,825

10.0%

4000

1,303

7.1%

5000

891

4.9%

6000

639

3.5%

7000

548

3.0%

8000

439

2.4%

9000

330

1.8%

10000

283

1.5%

11000

258

1.4%

12000

226

1.2%

13000

180

1.0%

14000

199

1.1%

LARGEST VALUES

565000

1

<0.1%

470000

1

<0.1%

405000

1

<0.1%

370000

2

<0.1%

355000

1

<0.1%

340000

1

<0.1%

330000

1

<0.1%

300000

3

<0.1%

290000

1

<0.1%

285000

2

<0.1%

265000

1

<0.1%

255000

1

<0.1%

250000

3

<0.1%

245000

2

<0.1%

240000

3

<0.1%

international_reputation

MISSING:

---

TOP CATEGORIES

1

16,794

92%

2

1,140

6%

3

292

2%

4

46

<1%

5

6

<1%

ALL

18,278

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

international_reputation
PROVIDES INFORMATION ON...

skill_moves

0.03

weak_foot

0.01

contract_valid_until

0.00

THESE FEATURES
GIVE INFORMATION
ON international_reputation:

skill_moves

0.09

weak_foot

0.03

contract_valid_until

0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

international_reputation
CORRELATION RATIO WITH...

wage_eur

0.69

value_eur

0.63

release_clause_eur

0.61

overall

0.48

movement_reactions

0.44

mentality_composure

0.38

sofifa_id

0.38

passing

0.35

potential

0.34

power_shot_power

0.30

mentality_vision

0.29

dribbling

0.29

age

0.28

shooting

0.27

weak_foot

MISSING:

---

TOP CATEGORIES

3

11,347

62%

2

3,865

21%

4

2,666

15%

5

245

1%

1

155

<1%

ALL

18,278

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

weak_foot
PROVIDES INFORMATION ON...

skill_moves

0.06

international_reputation

0.03

contract_valid_until

0.00

THESE FEATURES
GIVE INFORMATION
ON weak_foot:

skill_moves

0.07

international_reputation

0.01

contract_valid_until

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

weak_foot
CORRELATION RATIO WITH...

attacking_volleys

0.38

skill_ball_control

0.38

power_long_shots

0.38

attacking_finishing

0.37

skill_dribbling

0.37

mentality_positioning

0.37

skill_curve

0.36

mentality_penalties

0.35

mentality_vision

0.35

attacking_short_passing

0.34

skill_fk_accuracy

0.34

attacking_crossing

0.32

power_shot_power

0.32

movement_agility

0.31

skill_moves

MISSING:

---

TOP CATEGORIES

2

8,617

47%

3

6,536

36%

1

2,036

11%

4

1,040

6%

5

49

<1%

ALL

18,278

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

skill_moves
PROVIDES INFORMATION ON...

international_reputation

0.09

weak_foot

0.07

contract_valid_until

0.00

THESE FEATURES
GIVE INFORMATION
ON skill_moves:

weak_foot

0.06

international_reputation

0.03

contract_valid_until

0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

skill_moves
CORRELATION RATIO WITH...

goalkeeping_reflexes

0.98

goalkeeping_diving

0.98

goalkeeping_handling

0.97

goalkeeping_kicking

0.97

goalkeeping_positioning

0.97

skill_ball_control

0.90

skill_dribbling

0.90

mentality_positioning

0.83

attacking_short_passing

0.83

skill_curve

0.80

attacking_crossing

0.80

power_long_shots

0.78

attacking_heading_accuracy

0.78

attacking_finishing

0.77

release_clause_eur

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

value_eur

0.98

wage_eur

0.84

overall

0.61

potential

0.57

movement_reactions

0.53

mentality_composure

0.44

passing

0.41

dribbling

0.38

mentality_vision

0.35

power_shot_power

0.33

attacking_short_passing

0.32

shooting

0.31

skill_long_passing

0.30

skill_ball_control

0.29

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

international_reputation

0.61

skill_moves

0.39

contract_valid_until

0.25

weak_foot

0.18

MOST FREQUENT VALUES

1200000.0

1,700

9.3%

1100000.0

535

2.9%

1300000.0

447

2.4%

1400000.0

394

2.2%

1500000.0

344

1.9%

1600000.0

330

1.8%

1700000.0

324

1.8%

1000000.0

308

1.7%

1800000.0

245

1.3%

1900000.0

222

1.2%

2000000.0

186

1.0%

2100000.0

173

0.9%

2200000.0

165

0.9%

2400000.0

141

0.8%

2300000.0

138

0.8%

SMALLEST VALUES

13000.0

2

<0.1%

18000.0

2

<0.1%

25000.0

1

<0.1%

29000.0

1

<0.1%

31000.0

2

<0.1%

33000.0

3

<0.1%

35000.0

1

<0.1%

38000.0

2

<0.1%

40000.0

1

<0.1%

41000.0

1

<0.1%

43000.0

2

<0.1%

44000.0

2

<0.1%

47000.0

8

<0.1%

48000.0

1

<0.1%

49000.0

1

<0.1%

LARGEST VALUES

195800000.0

1

<0.1%

195200000.0

1

<0.1%

191700000.0

1

<0.1%

184500000.0

1

<0.1%

166500000.0

1

<0.1%

164700000.0

1

<0.1%

159800000.0

1

<0.1%

150200000.0

1

<0.1%

148900000.0

1

<0.1%

143400000.0

1

<0.1%

143200000.0

1

<0.1%

141500000.0

1

<0.1%

140500000.0

1

<0.1%

132000000.0

1

<0.1%

130900000.0

1

<0.1%

team_jersey_number

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

age

-0.22

overall

-0.19

physic

-0.18

sofifa_id

0.18

movement_reactions

-0.17

power_strength

-0.15

mentality_composure

-0.15

defending

-0.14

mentality_interceptions

-0.14

mentality_aggression

-0.14

defending_marking

-0.13

power_stamina

-0.12

defending_standing_tackle

-0.12

skill_long_passing

-0.11

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

contract_valid_until

0.06

international_reputation

0.06

weak_foot

0.04

skill_moves

0.04

MOST FREQUENT VALUES

17.0

781

4.3%

7.0

599

3.3%

8.0

596

3.3%

11.0

582

3.2%

10.0

581

3.2%

5.0

580

3.2%

9.0

577

3.2%

1.0

575

3.1%

6.0

565

3.1%

4.0

553

3.0%

20.0

539

2.9%

19.0

537

2.9%

23.0

534

2.9%

14.0

534

2.9%

3.0

526

2.9%

SMALLEST VALUES

1.0

575

3.1%

2.0

499

2.7%

3.0

526

2.9%

4.0

553

3.0%

5.0

580

3.2%

6.0

565

3.1%

7.0

599

3.3%

8.0

596

3.3%

9.0

577

3.2%

10.0

581

3.2%

11.0

582

3.2%

12.0

360

2.0%

13.0

410

2.2%

14.0

534

2.9%

15.0

486

2.7%

LARGEST VALUES

99.0

73

0.4%

98.0

21

0.1%

97.0

23

0.1%

96.0

11

<0.1%

95.0

18

<0.1%

94.0

13

<0.1%

93.0

15

<0.1%

92.0

20

0.1%

91.0

18

<0.1%

90.0

22

0.1%

89.0

13

<0.1%

88.0

56

0.3%

87.0

18

<0.1%

86.0

3

<0.1%

85.0

3

<0.1%

contract_valid_until

MISSING:

---

TOP CATEGORIES

2020.0

6,131

34%

2021.0

4,373

24%

2022.0

3,982

22%

2023.0

1,740

10%

2019.0

1,088

6%

2024.0

947

5%

2025.0

14

<1%

2026.0

3

<1%

ALL

18,278

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

contract_valid_until
PROVIDES INFORMATION ON...

international_reputation

0.01

skill_moves

0.01

weak_foot

0.00

THESE FEATURES
GIVE INFORMATION
ON contract_valid_until:

skill_moves

0.00

international_reputation

0.00

weak_foot

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

contract_valid_until
CORRELATION RATIO WITH...

potential

0.27

release_clause_eur

0.25

value_eur

0.22

sofifa_id

0.18

overall

0.17

age

0.16

wage_eur

0.16

movement_reactions

0.14

dribbling

0.10

pace

0.10

mentality_composure

0.09

movement_sprint_speed

0.09

movement_acceleration

0.09

attacking_short_passing

0.09

pace

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

movement_sprint_speed

0.69

movement_acceleration

0.69

dribbling

0.55

movement_agility

0.54

movement_balance

0.43

height_cm

-0.37

shooting

0.35

weight_kg

-0.33

power_strength

-0.32

defending

-0.30

skill_dribbling

0.30

passing

0.29

attacking_crossing

0.29

mentality_positioning

0.28

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.43

weak_foot

0.14

contract_valid_until

0.10

international_reputation

0.04

MOST FREQUENT VALUES

69.0

2,663

14.6%

67.0

689

3.8%

66.0

657

3.6%

71.0

633

3.5%

70.0

614

3.4%

68.0

613

3.4%

64.0

593

3.2%

72.0

585

3.2%

74.0

579

3.2%

73.0

579

3.2%

76.0

572

3.1%

75.0

545

3.0%

65.0

544

3.0%

77.0

514

2.8%

63.0

492

2.7%

SMALLEST VALUES

24.0

1

<0.1%

25.0

2

<0.1%

29.0

4

<0.1%

30.0

21

0.1%

31.0

22

0.1%

32.0

39

0.2%

33.0

43

0.2%

34.0

43

0.2%

35.0

33

0.2%

36.0

26

0.1%

37.0

32

0.2%

38.0

38

0.2%

39.0

38

0.2%

40.0

40

0.2%

41.0

60

0.3%

LARGEST VALUES

96.0

2

<0.1%

95.0

4

<0.1%

94.0

17

<0.1%

93.0

30

0.2%

92.0

54

0.3%

91.0

81

0.4%

90.0

86

0.5%

89.0

90

0.5%

88.0

106

0.6%

87.0

126

0.7%

86.0

147

0.8%

85.0

157

0.9%

84.0

174

1.0%

83.0

191

1.0%

82.0

258

1.4%

shooting

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

power_shot_power

0.79

dribbling

0.77

attacking_finishing

0.73

power_long_shots

0.68

attacking_volleys

0.66

passing

0.66

mentality_vision

0.63

mentality_positioning

0.57

mentality_penalties

0.57

skill_curve

0.53

skill_fk_accuracy

0.50

overall

0.46

skill_dribbling

0.43

defending_sliding_tackle

-0.42

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.64

weak_foot

0.30

international_reputation

0.27

contract_valid_until

0.06

MOST FREQUENT VALUES

54.0

2,431

13.3%

60.0

549

3.0%

61.0

484

2.6%

63.0

480

2.6%

62.0

475

2.6%

59.0

472

2.6%

58.0

461

2.5%

64.0

455

2.5%

57.0

452

2.5%

56.0

432

2.4%

65.0

423

2.3%

55.0

411

2.2%

52.0

380

2.1%

53.0

376

2.1%

67.0

374

2.0%

SMALLEST VALUES

15.0

1

<0.1%

16.0

4

<0.1%

17.0

4

<0.1%

18.0

4

<0.1%

19.0

4

<0.1%

20.0

12

<0.1%

21.0

23

0.1%

22.0

39

0.2%

23.0

95

0.5%

24.0

121

0.7%

25.0

148

0.8%

26.0

184

1.0%

27.0

203

1.1%

28.0

211

1.2%

29.0

204

1.1%

LARGEST VALUES

93.0

1

<0.1%

92.0

1

<0.1%

91.0

1

<0.1%

90.0

1

<0.1%

89.0

2

<0.1%

88.0

2

<0.1%

87.0

2

<0.1%

86.0

6

<0.1%

85.0

8

<0.1%

84.0

8

<0.1%

83.0

8

<0.1%

82.0

24

0.1%

81.0

29

0.2%

80.0

36

0.2%

79.0

52

0.3%

passing

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

dribbling

0.83

mentality_vision

0.75

shooting

0.66

overall

0.63

skill_long_passing

0.63

skill_curve

0.60

power_shot_power

0.60

skill_fk_accuracy

0.60

attacking_crossing

0.59

movement_reactions

0.58

mentality_composure

0.54

attacking_short_passing

0.54

power_long_shots

0.53

skill_dribbling

0.46

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.62

international_reputation

0.35

weak_foot

0.27

contract_valid_until

0.08

MOST FREQUENT VALUES

58.0

2,654

14.5%

61.0

671

3.7%

59.0

663

3.6%

62.0

654

3.6%

60.0

642

3.5%

56.0

611

3.3%

57.0

607

3.3%

63.0

599

3.3%

64.0

544

3.0%

54.0

538

2.9%

55.0

535

2.9%

53.0

529

2.9%

65.0

513

2.8%

66.0

500

2.7%

52.0

499

2.7%

SMALLEST VALUES

24.0

3

<0.1%

25.0

4

<0.1%

26.0

10

<0.1%

27.0

11

<0.1%

28.0

22

0.1%

29.0

34

0.2%

30.0

34

0.2%

31.0

40

0.2%

32.0

44

0.2%

33.0

52

0.3%

34.0

65

0.4%

35.0

94

0.5%

36.0

91

0.5%

37.0

117

0.6%

38.0

140

0.8%

LARGEST VALUES

92.0

2

<0.1%

90.0

2

<0.1%

89.0

1

<0.1%

88.0

2

<0.1%

87.0

5

<0.1%

86.0

7

<0.1%

85.0

7

<0.1%

84.0

18

<0.1%

83.0

13

<0.1%

82.0

20

0.1%

81.0

39

0.2%

80.0

35

0.2%

79.0

62

0.3%

78.0

70

0.4%

77.0

101

0.6%

dribbling

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

passing

0.83

shooting

0.77

mentality_vision

0.68

power_shot_power

0.59

skill_dribbling

0.56

skill_curve

0.56

overall

0.55

pace

0.55

power_long_shots

0.55

movement_agility

0.54

mentality_positioning

0.53

attacking_finishing

0.53

attacking_volleys

0.51

attacking_crossing

0.51

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.72

weak_foot

0.29

international_reputation

0.29

contract_valid_until

0.10

MOST FREQUENT VALUES

64.0

2,804

15.3%

65.0

795

4.3%

67.0

752

4.1%

66.0

737

4.0%

63.0

727

4.0%

68.0

692

3.8%

62.0

672

3.7%

69.0

619

3.4%

61.0

610

3.3%

60.0

583

3.2%

70.0

583

3.2%

59.0

563

3.1%

71.0

552

3.0%

58.0

499

2.7%

72.0

440

2.4%

SMALLEST VALUES

23.0

1

<0.1%

26.0

1

<0.1%

27.0

2

<0.1%

28.0

4

<0.1%

29.0

10

<0.1%

30.0

22

0.1%

31.0

23

0.1%

32.0

37

0.2%

33.0

42

0.2%

34.0

40

0.2%

35.0

58

0.3%

36.0

68

0.4%

37.0

67

0.4%

38.0

97

0.5%

39.0

104

0.6%

LARGEST VALUES

96.0

1

<0.1%

95.0

1

<0.1%

94.0

1

<0.1%

92.0

1

<0.1%

91.0

4

<0.1%

90.0

6

<0.1%

89.0

10

<0.1%

88.0

6

<0.1%

87.0

19

0.1%

86.0

25

0.1%

85.0

31

0.2%

84.0

44

0.2%

83.0

55

0.3%

82.0

59

0.3%

81.0

79

0.4%

defending

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

mentality_interceptions

0.77

defending_sliding_tackle

0.76

defending_standing_tackle

0.76

defending_marking

0.73

physic

0.55

mentality_aggression

0.46

attacking_finishing

-0.46

shooting

-0.40

attacking_volleys

-0.35

power_strength

0.34

mentality_penalties

-0.33

mentality_positioning

-0.31

overall

0.30

pace

-0.30

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.23

international_reputation

0.14

weak_foot

0.12

contract_valid_until

0.04

MOST FREQUENT VALUES

56.0

2,337

12.8%

63.0

570

3.1%

61.0

523

2.9%

65.0

515

2.8%

64.0

514

2.8%

60.0

511

2.8%

62.0

508

2.8%

66.0

497

2.7%

59.0

469

2.6%

67.0

451

2.5%

68.0

392

2.1%

57.0

388

2.1%

58.0

365

2.0%

69.0

364

2.0%

70.0

304

1.7%

SMALLEST VALUES

15.0

2

<0.1%

16.0

16

<0.1%

17.0

31

0.2%

18.0

59

0.3%

19.0

81

0.4%

20.0

105

0.6%

21.0

124

0.7%

22.0

156

0.9%

23.0

181

1.0%

24.0

206

1.1%

25.0

214

1.2%

26.0

265

1.4%

27.0

257

1.4%

28.0

259

1.4%

29.0

286

1.6%

LARGEST VALUES

90.0

2

<0.1%

89.0

3

<0.1%

88.0

3

<0.1%

87.0

6

<0.1%

86.0

10

<0.1%

85.0

13

<0.1%

84.0

8

<0.1%

83.0

24

0.1%

82.0

29

0.2%

81.0

25

0.1%

80.0

51

0.3%

79.0

64

0.4%

78.0

89

0.5%

77.0

89

0.5%

76.0

134

0.7%

physic

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

power_strength

0.84

mentality_aggression

0.58

defending

0.55

weight_kg

0.53

overall

0.48

height_cm

0.46

mentality_interceptions

0.44

movement_reactions

0.42

age

0.40

defending_marking

0.39

power_jumping

0.39

defending_standing_tackle

0.39

attacking_heading_accuracy

0.37

power_stamina

0.37

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

international_reputation

0.18

skill_moves

0.08

contract_valid_until

0.06

weak_foot

0.03

MOST FREQUENT VALUES

66.0

2,722

14.9%

67.0

726

4.0%

69.0

715

3.9%

70.0

691

3.8%

72.0

679

3.7%

68.0

666

3.6%

71.0

657

3.6%

65.0

598

3.3%

74.0

574

3.1%

64.0

571

3.1%

62.0

552

3.0%

63.0

541

3.0%

73.0

522

2.9%

61.0

514

2.8%

75.0

506

2.8%

SMALLEST VALUES

27.0

1

<0.1%

31.0

2

<0.1%

32.0

1

<0.1%

33.0

4

<0.1%

34.0

13

<0.1%

35.0

13

<0.1%

36.0

16

<0.1%

37.0

22

0.1%

38.0

28

0.2%

39.0

48

0.3%

40.0

58

0.3%

41.0

52

0.3%

42.0

81

0.4%

43.0

82

0.4%

44.0

98

0.5%

LARGEST VALUES

90.0

1

<0.1%

89.0

3

<0.1%

88.0

8

<0.1%

87.0

13

<0.1%

86.0

18

<0.1%

85.0

34

0.2%

84.0

58

0.3%

83.0

84

0.5%

82.0

119

0.7%

81.0

147

0.8%

80.0

190

1.0%

79.0

278

1.5%

78.0

333

1.8%

77.0

385

2.1%

76.0

446

2.4%

attacking_crossing

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

skill_dribbling

0.86

skill_ball_control

0.85

skill_curve

0.84

attacking_short_passing

0.81

mentality_positioning

0.79

skill_fk_accuracy

0.76

skill_long_passing

0.75

power_long_shots

0.75

movement_agility

0.70

attacking_volleys

0.70

mentality_vision

0.68

movement_acceleration

0.68

power_stamina

0.67

attacking_finishing

0.67

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.80

weak_foot

0.32

international_reputation

0.19

contract_valid_until

0.06

MOST FREQUENT VALUES

62

549

3.0%

65

522

2.9%

58

522

2.9%

60

514

2.8%

64

504

2.8%

59

490

2.7%

61

469

2.6%

57

460

2.5%

63

454

2.5%

56

430

2.4%

66

428

2.3%

68

415

2.3%

55

415

2.3%

67

408

2.2%

52

396

2.2%

SMALLEST VALUES

5

1

<0.1%

6

3

<0.1%

7

8

<0.1%

8

27

0.1%

9

38

0.2%

10

160

0.9%

11

274

1.5%

12

272

1.5%

13

311

1.7%

14

254

1.4%

15

158

0.9%

16

95

0.5%

17

90

0.5%

18

113

0.6%

19

75

0.4%

LARGEST VALUES

93

1

<0.1%

91

3

<0.1%

90

2

<0.1%

89

4

<0.1%

88

4

<0.1%

87

6

<0.1%

86

15

<0.1%

85

9

<0.1%

84

20

0.1%

83

24

0.1%

82

42

0.2%

81

39

0.2%

80

51

0.3%

79

65

0.4%

78

113

0.6%

attacking_finishing

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

mentality_positioning

0.90

attacking_volleys

0.89

power_long_shots

0.88

mentality_penalties

0.85

skill_dribbling

0.83

skill_ball_control

0.80

skill_curve

0.77

shooting

0.73

power_shot_power

0.72

skill_fk_accuracy

0.71

mentality_vision

0.70

attacking_short_passing

0.67

attacking_crossing

0.67

movement_agility

0.65

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.77

weak_foot

0.37

international_reputation

0.18

contract_valid_until

0.06

MOST FREQUENT VALUES

58

497

2.7%

60

444

2.4%

65

437

2.4%

62

421

2.3%

59

419

2.3%

63

413

2.3%

64

409

2.2%

66

390

2.1%

61

374

2.0%

55

358

2.0%

57

354

1.9%

67

337

1.8%

54

333

1.8%

68

332

1.8%

56

331

1.8%

SMALLEST VALUES

2

<0.1%

3

2

<0.1%

4

8

<0.1%

5

92

0.5%

6

120

0.7%

7

139

0.8%

8

182

1.0%

9

185

1.0%

10

124

0.7%

11

174

1.0%

12

191

1.0%

13

173

0.9%

14

162

0.9%

15

170

0.9%

16

154

0.8%

LARGEST VALUES

95

1

<0.1%

94

2

<0.1%

93

1

<0.1%

91

1

<0.1%

90

1

<0.1%

89

5

<0.1%

88

8

<0.1%

87

7

<0.1%

86

14

<0.1%

85

9

<0.1%

84

19

0.1%

83

21

0.1%

82

23

0.1%

81

26

0.1%

80

53

0.3%

attacking_heading_accuracy

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

goalkeeping_diving

-0.75

goalkeeping_reflexes

-0.75

goalkeeping_handling

-0.75

goalkeeping_kicking

-0.74

goalkeeping_positioning

-0.74

mentality_aggression

0.71

skill_ball_control

0.67

attacking_short_passing

0.66

power_stamina

0.64

defending_marking

0.59

mentality_penalties

0.57

skill_dribbling

0.57

defending_standing_tackle

0.56

mentality_interceptions

0.55

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.78

weak_foot

0.24

international_reputation

0.16

contract_valid_until

0.06

MOST FREQUENT VALUES

58

640

3.5%

60

592

3.2%

59

556

3.0%

55

553

3.0%

65

540

3.0%

62

531

2.9%

64

509

2.8%

57

471

2.6%

54

467

2.6%

52

454

2.5%

61

452

2.5%

56

451

2.5%

49

439

2.4%

63

439

2.4%

68

434

2.4%

SMALLEST VALUES

5

3

<0.1%

6

2

<0.1%

7

<0.1%

8

19

0.1%

9

25

0.1%

10

174

1.0%

11

255

1.4%

12

276

1.5%

13

307

1.7%

14

269

1.5%

15

149

0.8%

16

120

0.7%

17

79

0.4%

18

89

0.5%

19

76

0.4%

LARGEST VALUES

93

3

<0.1%

92

3

<0.1%

91

2

<0.1%

90

6

<0.1%

89

4

<0.1%

88

2

<0.1%

87

5

<0.1%

86

17

<0.1%

85

21

0.1%

84

22

0.1%

83

47

0.3%

82

52

0.3%

81

48

0.3%

80

71

0.4%

79

90

0.5%

attacking_short_passing

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

skill_ball_control

0.92

skill_long_passing

0.90

skill_dribbling

0.85

attacking_crossing

0.81

skill_curve

0.78

mentality_positioning

0.77

power_long_shots

0.77

skill_fk_accuracy

0.74

goalkeeping_diving

-0.74

goalkeeping_reflexes

-0.74

goalkeeping_handling

-0.74

goalkeeping_kicking

-0.73

goalkeeping_positioning

-0.73

power_stamina

0.72

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.83

weak_foot

0.34

international_reputation

0.24

contract_valid_until

0.09

MOST FREQUENT VALUES

64

841

4.6%

65

825

4.5%

63

802

4.4%

62

795

4.3%

68

767

4.2%

66

737

4.0%

67

723

4.0%

60

637

3.5%

70

576

3.2%

58

575

3.1%

59

566

3.1%

61

549

3.0%

69

540

3.0%

72

481

2.6%

57

466

2.5%

SMALLEST VALUES

7

1

<0.1%

8

1

<0.1%

11

8

<0.1%

12

17

<0.1%

13

<0.1%

14

12

<0.1%

15

59

0.3%

16

40

0.2%

17

55

0.3%

18

45

0.2%

19

62

0.3%

20

80

0.4%

21

78

0.4%

22

83

0.5%

23

134

0.7%

LARGEST VALUES

92

4

<0.1%

91

4

<0.1%

90

3

<0.1%

89

7

<0.1%

88

5

<0.1%

87

7

<0.1%

86

20

0.1%

85

29

0.2%

84

42

0.2%

83

53

0.3%

82

67

0.4%

81

75

0.4%

80

107

0.6%

79

136

0.7%

78

172

0.9%

attacking_volleys

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

attacking_finishing

0.89

power_long_shots

0.87

mentality_positioning

0.86

mentality_penalties

0.84

skill_dribbling

0.81

skill_curve

0.81

skill_ball_control

0.80

skill_fk_accuracy

0.75

power_shot_power

0.74

attacking_short_passing

0.70

mentality_vision

0.70

attacking_crossing

0.70

shooting

0.66

movement_agility

0.63

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.77

weak_foot

0.38

international_reputation

0.24

contract_valid_until

0.06

MOST FREQUENT VALUES

48

404

2.2%

45

390

2.1%

59

388

2.1%

42

383

2.1%

55

378

2.1%

49

376

2.1%

52

371

2.0%

58

362

2.0%

53

359

2.0%

41

359

2.0%

44

356

1.9%

43

349

1.9%

32

346

1.9%

40

345

1.9%

38

345

1.9%

SMALLEST VALUES

3

2

<0.1%

4

12

<0.1%

5

107

0.6%

6

124

0.7%

7

128

0.7%

8

174

1.0%

9

160

0.9%

10

100

0.5%

11

136

0.7%

12

183

1.0%

13

196

1.1%

14

157

0.9%

15

151

0.8%

16

113

0.6%

17

113

0.6%

LARGEST VALUES

90

4

<0.1%

88

6

<0.1%

87

4

<0.1%

86

5

<0.1%

85

9

<0.1%

84

14

<0.1%

83

16

<0.1%

82

17

<0.1%

81

21

0.1%

80

22

0.1%

79

24

0.1%

78

43

0.2%

77

51

0.3%

76

80

0.4%

75

90

0.5%

skill_dribbling

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

skill_ball_control

0.94

mentality_positioning

0.90

attacking_crossing

0.86

attacking_short_passing

0.85

skill_curve

0.85

power_long_shots

0.85

attacking_finishing

0.83

attacking_volleys

0.81

mentality_penalties

0.78

movement_agility

0.77

goalkeeping_diving

-0.76

goalkeeping_reflexes

-0.76

goalkeeping_handling

-0.76

skill_fk_accuracy

0.76

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.90

weak_foot

0.37

international_reputation

0.18

contract_valid_until

0.08

MOST FREQUENT VALUES

65

740

4.0%

63

718

3.9%

62

707

3.9%

64

702

3.8%

66

637

3.5%

68

625

3.4%

67

615

3.4%

61

536

2.9%

59

521

2.9%

58

520

2.8%

60

511

2.8%

70

483

2.6%

69

473

2.6%

71

464

2.5%

57

456

2.5%

SMALLEST VALUES

4

5

<0.1%

5

33

0.2%

6

43

0.2%

7

63

0.3%

8

79

0.4%

9

87

0.5%

10

138

0.8%

11

194

1.1%

12

226

1.2%

13

212

1.2%

14

220

1.2%

15

149

0.8%

16

125

0.7%

17

89

0.5%

18

94

0.5%

LARGEST VALUES

97

1

<0.1%

96

1

<0.1%

95

1

<0.1%

92

4

<0.1%

91

2

<0.1%

90

13

<0.1%

89

9

<0.1%

88

19

0.1%

87

21

0.1%

86

33

0.2%

85

44

0.2%

84

48

0.3%

83

67

0.4%

82

90

0.5%

81

68

0.4%

skill_curve

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

skill_fk_accuracy

0.86

skill_dribbling

0.85

power_long_shots

0.84

attacking_crossing

0.84

skill_ball_control

0.83

mentality_positioning

0.82

attacking_volleys

0.81

attacking_short_passing

0.78

attacking_finishing

0.77

mentality_penalties

0.76

mentality_vision

0.75

skill_long_passing

0.71

movement_agility

0.69

power_shot_power

0.68

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.80

weak_foot

0.36

international_reputation

0.23

contract_valid_until

0.06

MOST FREQUENT VALUES

58

421

2.3%

48

407

2.2%

45

387

2.1%

59

383

2.1%

60

382

2.1%

49

381

2.1%

55

373

2.0%

42

363

2.0%

63

360

2.0%

64

360

2.0%

65

358

2.0%

62

356

1.9%

53

351

1.9%

54

343

1.9%

57

341

1.9%

SMALLEST VALUES

6

4

<0.1%

7

5

<0.1%

8

18

<0.1%

9

33

0.2%

10

167

0.9%

11

224

1.2%

12

265

1.4%

13

305

1.7%

14

248

1.4%

15

158

0.9%

16

137

0.7%

17

89

0.5%

18

104

0.6%

19

112

0.6%

20

126

0.7%

LARGEST VALUES

94

1

<0.1%

93

1

<0.1%

92

1

<0.1%

91

1

<0.1%

90

5

<0.1%

89

5

<0.1%

88

7

<0.1%

87

10

<0.1%

86

20

0.1%

85

36

0.2%

84

28

0.2%

83

44

0.2%

82

63

0.3%

81

69

0.4%

80

87

0.5%

skill_fk_accuracy

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

skill_curve

0.86

power_long_shots

0.81

attacking_crossing

0.76

skill_ball_control

0.76

skill_dribbling

0.76

attacking_volleys

0.75

mentality_penalties

0.74

mentality_positioning

0.74

attacking_short_passing

0.74

mentality_vision

0.72

attacking_finishing

0.71

skill_long_passing

0.71

power_shot_power

0.65

mentality_composure

0.60

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.73

weak_foot

0.34

international_reputation

0.22

contract_valid_until

0.04

MOST FREQUENT VALUES

35

478

2.6%

39

472

2.6%

40

471

2.6%

42

465

2.5%

32

459

2.5%

34

424

2.3%

30

418

2.3%

38

417

2.3%

41

409

2.2%

31

409

2.2%

37

384

2.1%

33

381

2.1%

48

373

2.0%

36

373

2.0%

29

370

2.0%

SMALLEST VALUES

4

1

<0.1%

6

3

<0.1%

7

13

<0.1%

8

27

0.1%

9

32

0.2%

10

155

0.8%

11

248

1.4%

12

325

1.8%

13

308

1.7%

14

260

1.4%

15

157

0.9%

16

109

0.6%

17

89

0.5%

18

100

0.5%

19

97

0.5%

LARGEST VALUES

94

1

<0.1%

92

2

<0.1%

91

2

<0.1%

90

3

<0.1%

89

2

<0.1%

88

4

<0.1%

87

7

<0.1%

86

8

<0.1%

85

14

<0.1%

84

11

<0.1%

83

14

<0.1%

82

24

0.1%

81

26

0.1%

80

42

0.2%

79

43

0.2%

skill_long_passing

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

attacking_short_passing

0.90

skill_ball_control

0.79

attacking_crossing

0.75

skill_dribbling

0.73

skill_curve

0.71

skill_fk_accuracy

0.71

mentality_vision

0.69

power_long_shots

0.68

mentality_composure

0.67

power_stamina

0.64

passing

0.63

mentality_positioning

0.62

defending_marking

0.61

mentality_interceptions

0.60

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.69

weak_foot

0.30

international_reputation

0.24

contract_valid_until

0.07

MOST FREQUENT VALUES

59

635

3.5%

62

630

3.4%

58

620

3.4%

63

583

3.2%

65

582

3.2%

60

566

3.1%

64

563

3.1%

55

539

2.9%

61

508

2.8%

57

500

2.7%

53

472

2.6%

66

464

2.5%

54

455

2.5%

68

444

2.4%

56

434

2.4%

SMALLEST VALUES

8

1

<0.1%

9

3

<0.1%

10

2

<0.1%

11

7

<0.1%

12

17

<0.1%

13

22

0.1%

14

18

<0.1%

15

56

0.3%

16

67

0.4%

17

66

0.4%

18

85

0.5%

19

82

0.4%

20

114

0.6%

21

131

0.7%

22

164

0.9%

LARGEST VALUES

92

2

<0.1%

91

1

<0.1%

90

2

<0.1%

89

3

<0.1%

88

2

<0.1%

87

8

<0.1%

86

4

<0.1%

85

13

<0.1%

84

8

<0.1%

83

25

0.1%

82

34

0.2%

81

40

0.2%

80

55

0.3%

79

61

0.3%

78

65

0.4%

skill_ball_control

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

skill_dribbling

0.94

attacking_short_passing

0.92

mentality_positioning

0.87

attacking_crossing

0.85

power_long_shots

0.84

skill_curve

0.83

attacking_volleys

0.80

attacking_finishing

0.80

skill_long_passing

0.79

goalkeeping_diving

-0.79

goalkeeping_reflexes

-0.79

goalkeeping_handling

-0.79

goalkeeping_kicking

-0.79

goalkeeping_positioning

-0.79

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.90

weak_foot

0.38

international_reputation

0.22

contract_valid_until

0.09

MOST FREQUENT VALUES

64

833

4.6%

65

815

4.5%

66

750

4.1%

63

745

4.1%

68

724

4.0%

62

703

3.8%

67

686

3.8%

70

667

3.6%

60

633

3.5%

61

592

3.2%

69

565

3.1%

72

549

3.0%

59

531

2.9%

58

526

2.9%

71

478

2.6%

SMALLEST VALUES

5

1

<0.1%

8

1

<0.1%

9

6

<0.1%

10

50

0.3%

11

63

0.3%

12

98

0.5%

13

80

0.4%

14

107

0.6%

15

114

0.6%

16

124

0.7%

17

112

0.6%

18

147

0.8%

19

148

0.8%

20

146

0.8%

21

116

0.6%

LARGEST VALUES

96

1

<0.1%

95

1

<0.1%

94

1

<0.1%

93

3

<0.1%

92

5

<0.1%

91

5

<0.1%

90

7

<0.1%

89

11

<0.1%

88

18

<0.1%

87

16

<0.1%

86

25

0.1%

85

47

0.3%

84

58

0.3%

83

56

0.3%

82

91

0.5%

movement_acceleration

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

movement_sprint_speed

0.92

movement_agility

0.82

skill_dribbling

0.75

movement_balance

0.72

pace

0.69

mentality_positioning

0.68

skill_ball_control

0.68

attacking_crossing

0.68

skill_curve

0.61

attacking_finishing

0.61

power_stamina

0.60

goalkeeping_handling

-0.60

goalkeeping_reflexes

-0.60

goalkeeping_diving

-0.60

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.71

weak_foot

0.28

contract_valid_until

0.09

international_reputation

0.03

MOST FREQUENT VALUES

68

687

3.8%

67

659

3.6%

69

647

3.5%

66

621

3.4%

65

614

3.4%

74

568

3.1%

72

566

3.1%

70

551

3.0%

75

551

3.0%

73

550

3.0%

71

544

3.0%

64

535

2.9%

76

524

2.9%

77

520

2.8%

63

489

2.7%

SMALLEST VALUES

12

1

<0.1%

13

1

<0.1%

14

2

<0.1%

15

<0.1%

16

22

0.1%

17

22

0.1%

18

30

0.2%

19

17

<0.1%

20

33

0.2%

21

34

0.2%

22

34

0.2%

23

30

0.2%

24

36

0.2%

25

46

0.3%

26

43

0.2%

LARGEST VALUES

97

1

<0.1%

96

2

<0.1%

95

9

<0.1%

94

27

0.1%

93

48

0.3%

92

62

0.3%

91

88

0.5%

90

107

0.6%

89

102

0.6%

88

113

0.6%

87

128

0.7%

86

162

0.9%

85

163

0.9%

84

189

1.0%

83

215

1.2%

movement_sprint_speed

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

movement_acceleration

0.92

movement_agility

0.77

skill_dribbling

0.73

pace

0.69

mentality_positioning

0.67

skill_ball_control

0.67

attacking_crossing

0.65

movement_balance

0.65

power_stamina

0.61

goalkeeping_handling

-0.60

goalkeeping_reflexes

-0.60

goalkeeping_kicking

-0.60

goalkeeping_diving

-0.60

goalkeeping_positioning

-0.60

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.69

weak_foot

0.27

contract_valid_until

0.09

international_reputation

0.03

MOST FREQUENT VALUES

68

702

3.8%

69

678

3.7%

67

668

3.7%

66

637

3.5%

65

596

3.3%

74

592

3.2%

72

586

3.2%

73

583

3.2%

75

582

3.2%

71

564

3.1%

70

563

3.1%

64

550

3.0%

76

533

2.9%

77

505

2.8%

63

500

2.7%

SMALLEST VALUES

11

2

<0.1%

12

1

<0.1%

13

1

<0.1%

14

1

<0.1%

15

21

0.1%

16

25

0.1%

17

22

0.1%

18

27

0.1%

19

0.1%

20

32

0.2%

21

26

0.1%

22

31

0.2%

23

38

0.2%

24

30

0.2%

25

40

0.2%

LARGEST VALUES

96

4

<0.1%

95

7

<0.1%

94

18

<0.1%

93

35

0.2%

92

67

0.4%

91

79

0.4%

90

121

0.7%

89

76

0.4%

88

107

0.6%

87

135

0.7%

86

139

0.8%

85

179

1.0%

84

197

1.1%

83

209

1.1%

82

229

1.3%

movement_agility

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

movement_acceleration

0.82

movement_balance

0.78

movement_sprint_speed

0.77

skill_dribbling

0.77

mentality_positioning

0.71

skill_ball_control

0.71

attacking_crossing

0.70

skill_curve

0.69

power_long_shots

0.65

attacking_finishing

0.65

height_cm

-0.63

attacking_volleys

0.63

attacking_short_passing

0.62

skill_fk_accuracy

0.60

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.71

weak_foot

0.31

international_reputation

0.09

contract_valid_until

0.06

MOST FREQUENT VALUES

68

607

3.3%

67

584

3.2%

70

578

3.2%

72

573

3.1%

65

570

3.1%

69

567

3.1%

66

560

3.1%

74

545

3.0%

71

543

3.0%

73

543

3.0%

75

512

2.8%

63

502

2.7%

64

500

2.7%

76

476

2.6%

62

474

2.6%

SMALLEST VALUES

11

1

<0.1%

14

1

<0.1%

15

1

<0.1%

17

1

<0.1%

18

8

<0.1%

19

5

<0.1%

20

3

<0.1%

21

0.1%

22

33

0.2%

23

27

0.1%

24

30

0.2%

25

44

0.2%

26

34

0.2%

27

38

0.2%

28

51

0.3%

LARGEST VALUES

96

1

<0.1%

95

5

<0.1%

94

18

<0.1%

93

33

0.2%

92

64

0.4%

91

85

0.5%

90

116

0.6%

89

82

0.4%

88

101

0.6%

87

112

0.6%

86

132

0.7%

85

161

0.9%

84

177

1.0%

83

220

1.2%

82

214

1.2%

movement_reactions

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

overall

0.86

mentality_composure

0.69

passing

0.58

value_eur

0.56

release_clause_eur

0.53

power_shot_power

0.52

potential

0.52

mentality_vision

0.52

dribbling

0.51

wage_eur

0.51

attacking_short_passing

0.50

skill_long_passing

0.48

age

0.46

skill_ball_control

0.46

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

international_reputation

0.44

skill_moves

0.41

weak_foot

0.23

contract_valid_until

0.14

MOST FREQUENT VALUES

62

855

4.7%

63

841

4.6%

65

837

4.6%

58

821

4.5%

64

821

4.5%

60

792

4.3%

66

761

4.2%

68

711

3.9%

59

702

3.8%

61

695

3.8%

67

652

3.6%

57

605

3.3%

55

591

3.2%

56

584

3.2%

70

565

3.1%

SMALLEST VALUES

21

1

<0.1%

24

1

<0.1%

25

2

<0.1%

27

1

<0.1%

28

4

<0.1%

29

3

<0.1%

30

4

<0.1%

31

9

<0.1%

32

12

<0.1%

33

12

<0.1%

34

7

<0.1%

35

15

<0.1%

36

20

0.1%

37

27

0.1%

38

35

0.2%

LARGEST VALUES

96

1

<0.1%

95

1

<0.1%

93

1

<0.1%

92

5

<0.1%

91

4

<0.1%

90

3

<0.1%

89

7

<0.1%

88

7

<0.1%

87

14

<0.1%

86

14

<0.1%

85

26

0.1%

84

44

0.2%

83

54

0.3%

82

86

0.5%

81

79

0.4%

movement_balance

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

height_cm

-0.79

movement_agility

0.78

movement_acceleration

0.72

skill_dribbling

0.67

weight_kg

-0.67

movement_sprint_speed

0.65

attacking_crossing

0.63

skill_ball_control

0.61

mentality_positioning

0.61

skill_curve

0.60

attacking_short_passing

0.54

power_long_shots

0.54

attacking_finishing

0.53

skill_fk_accuracy

0.53

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.62

weak_foot

0.26

contract_valid_until

0.05

international_reputation

0.04

MOST FREQUENT VALUES

68

607

3.3%

66

604

3.3%

69

601

3.3%

67

598

3.3%

71

593

3.2%

72

580

3.2%

70

580

3.2%

65

577

3.2%

73

550

3.0%

64

537

2.9%

75

520

2.8%

74

513

2.8%

63

509

2.8%

76

484

2.6%

62

466

2.5%

SMALLEST VALUES

12

1

<0.1%

17

3

<0.1%

19

4

<0.1%

20

7

<0.1%

21

0.1%

22

32

0.2%

23

20

0.1%

24

26

0.1%

25

26

0.1%

26

35

0.2%

27

31

0.2%

28

42

0.2%

29

63

0.3%

30

64

0.4%

31

77

0.4%

LARGEST VALUES

97

1

<0.1%

96

2

<0.1%

95

7

<0.1%

94

23

0.1%

93

42

0.2%

92

62

0.3%

91

79

0.4%

90

101

0.6%

89

86

0.5%

88

103

0.6%

87

114

0.6%

86

133

0.7%

85

149

0.8%

84

181

1.0%

83

193

1.1%

power_shot_power

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

power_long_shots

0.80

shooting

0.79

attacking_volleys

0.74

attacking_finishing

0.72

skill_curve

0.68

mentality_vision

0.67

mentality_penalties

0.67

mentality_positioning

0.66

skill_fk_accuracy

0.65

skill_ball_control

0.62

mentality_composure

0.62

skill_dribbling

0.61

passing

0.60

dribbling

0.59

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.59

weak_foot

0.32

international_reputation

0.30

contract_valid_until

0.07

MOST FREQUENT VALUES

65

578

3.2%

68

569

3.1%

62

537

2.9%

70

536

2.9%

66

524

2.9%

64

523

2.9%

58

485

2.7%

63

472

2.6%

60

469

2.6%

55

467

2.6%

67

467

2.6%

59

466

2.5%

61

462

2.5%

56

455

2.5%

44

425

2.3%

SMALLEST VALUES

14

1

<0.1%

15

1

<0.1%

16

1

<0.1%

17

1

<0.1%

18

1

<0.1%

20

18

<0.1%

21

0.1%

22

0.1%

23

0.1%

24

33

0.2%

25

36

0.2%

26

38

0.2%

27

36

0.2%

28

57

0.3%

29

57

0.3%

LARGEST VALUES

95

2

<0.1%

94

1

<0.1%

92

1

<0.1%

91

1

<0.1%

90

8

<0.1%

89

5

<0.1%

88

14

<0.1%

87

16

<0.1%

86

39

0.2%

85

61

0.3%

84

83

0.5%

83

74

0.4%

82

100

0.5%

81

118

0.6%

80

191

1.0%

power_jumping

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

attacking_heading_accuracy

0.40

physic

0.39

mentality_aggression

0.39

power_stamina

0.35

power_strength

0.32

mentality_interceptions

0.30

defending_marking

0.29

defending_standing_tackle

0.27

defending_sliding_tackle

0.27

overall

0.27

movement_reactions

0.26

mentality_composure

0.26

movement_sprint_speed

0.22

attacking_short_passing

0.21

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.23

international_reputation

0.12

weak_foot

0.09

contract_valid_until

0.05

MOST FREQUENT VALUES

70

692

3.8%

72

683

3.7%

71

659

3.6%

67

650

3.6%

68

638

3.5%

64

627

3.4%

65

623

3.4%

66

619

3.4%

63

601

3.3%

69

601

3.3%

73

598

3.3%

62

585

3.2%

60

579

3.2%

74

548

3.0%

61

529

2.9%

SMALLEST VALUES

19

1

<0.1%

22

2

<0.1%

23

1

<0.1%

25

2

<0.1%

26

2

<0.1%

27

5

<0.1%

28

2

<0.1%

29

12

<0.1%

30

32

0.2%

31

54

0.3%

32

70

0.4%

33

82

0.4%

34

94

0.5%

35

67

0.4%

36

56

0.3%

LARGEST VALUES

95

3

<0.1%

94

4

<0.1%

93

21

0.1%

92

53

0.3%

91

69

0.4%

90

102

0.6%

89

54

0.3%

88

72

0.4%

87

81

0.4%

86

95

0.5%

85

132

0.7%

84

157

0.9%

83

189

1.0%

82

231

1.3%

81

279

1.5%

power_stamina

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

skill_ball_control

0.73

attacking_short_passing

0.72

goalkeeping_reflexes

-0.69

goalkeeping_handling

-0.69

goalkeeping_diving

-0.69

goalkeeping_kicking

-0.69

goalkeeping_positioning

-0.69

skill_dribbling

0.69

attacking_crossing

0.67

mentality_aggression

0.66

mentality_positioning

0.64

skill_long_passing

0.64

attacking_heading_accuracy

0.64

movement_sprint_speed

0.61

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.74

weak_foot

0.26

international_reputation

0.08

contract_valid_until

0.07

MOST FREQUENT VALUES

68

633

3.5%

70

616

3.4%

67

609

3.3%

66

605

3.3%

71

602

3.3%

72

595

3.3%

69

585

3.2%

65

583

3.2%

73

571

3.1%

64

557

3.0%

74

555

3.0%

75

529

2.9%

63

511

2.8%

62

495

2.7%

76

458

2.5%

SMALLEST VALUES

12

1

<0.1%

13

3

<0.1%

14

3

<0.1%

15

3

<0.1%

16

24

0.1%

17

37

0.2%

18

47

0.3%

19

49

0.3%

20

60

0.3%

21

70

0.4%

22

74

0.4%

23

79

0.4%

24

79

0.4%

25

118

0.6%

26

83

0.5%

LARGEST VALUES

97

1

<0.1%

96

1

<0.1%

95

3

<0.1%

94

8

<0.1%

93

33

0.2%

92

58

0.3%

91

83

0.5%

90

116

0.6%

89

81

0.4%

88

100

0.5%

87

111

0.6%

86

137

0.7%

85

163

0.9%

84

167

0.9%

83

198

1.1%

power_strength

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

physic

0.84

weight_kg

0.61

height_cm

0.54

attacking_heading_accuracy

0.49

mentality_aggression

0.48

movement_balance

-0.38

overall

0.36

mentality_interceptions

0.35

age

0.34

defending

0.34

defending_marking

0.34

defending_standing_tackle

0.32

pace

-0.32

power_jumping

0.32

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.21

international_reputation

0.14

contract_valid_until

0.04

weak_foot

0.03

MOST FREQUENT VALUES

68

645

3.5%

70

622

3.4%

67

607

3.3%

73

600

3.3%

72

598

3.3%

69

596

3.3%

64

589

3.2%

71

587

3.2%

66

587

3.2%

65

572

3.1%

75

553

3.0%

62

553

3.0%

74

548

3.0%

60

520

2.8%

61

515

2.8%

SMALLEST VALUES

20

3

<0.1%

22

1

<0.1%

24

2

<0.1%

25

4

<0.1%

26

3

<0.1%

27

3

<0.1%

28

6

<0.1%

29

18

<0.1%

30

34

0.2%

31

55

0.3%

32

61

0.3%

33

76

0.4%

34

82

0.4%

35

53

0.3%

36

52

0.3%

LARGEST VALUES

97

1

<0.1%

95

3

<0.1%

94

10

<0.1%

93

33

0.2%

92

62

0.3%

91

81

0.4%

90

121

0.7%

89

72

0.4%

88

101

0.6%

87

104

0.6%

86

128

0.7%

85

167

0.9%

84

186

1.0%

83

222

1.2%

82

225

1.2%

power_long_shots

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

attacking_finishing

0.88

attacking_volleys

0.87

mentality_positioning

0.87

skill_dribbling

0.85

skill_curve

0.84

skill_ball_control

0.84

mentality_penalties

0.82

skill_fk_accuracy

0.81

power_shot_power

0.80

attacking_short_passing

0.77

mentality_vision

0.76

attacking_crossing

0.75

shooting

0.68

skill_long_passing

0.68

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.78

weak_foot

0.38

international_reputation

0.22

contract_valid_until

0.06

MOST FREQUENT VALUES

58

502

2.7%

59

482

2.6%

62

465

2.5%

55

439

2.4%

60

427

2.3%

65

412

2.3%

64

402

2.2%

63

395

2.2%

52

392

2.1%

56

388

2.1%

68

384

2.1%

66

384

2.1%

61

382

2.1%

57

373

2.0%

54

372

2.0%

SMALLEST VALUES

4

6

<0.1%

5

107

0.6%

6

130

0.7%

7

126

0.7%

8

139

0.8%

9

159

0.9%

10

74

0.4%

11

117

0.6%

12

189

1.0%

13

172

0.9%

14

178

1.0%

15

194

1.1%

16

161

0.9%

17

182

1.0%

18

179

1.0%

LARGEST VALUES

94

1

<0.1%

93

1

<0.1%

92

1

<0.1%

90

4

<0.1%

89

4

<0.1%

88

5

<0.1%

87

4

<0.1%

86

11

<0.1%

85

6

<0.1%

84

23

0.1%

83

16

<0.1%

82

30

0.2%

81

44

0.2%

80

48

0.3%

79

49

0.3%

mentality_aggression

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

mentality_interceptions

0.75

defending_standing_tackle

0.74

defending_marking

0.74

defending_sliding_tackle

0.72

attacking_heading_accuracy

0.71

power_stamina

0.66

attacking_short_passing

0.63

skill_long_passing

0.60

goalkeeping_reflexes

-0.58

goalkeeping_diving

-0.58

goalkeeping_handling

-0.58

goalkeeping_kicking

-0.58

goalkeeping_positioning

-0.58

physic

0.58

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.61

international_reputation

0.19

weak_foot

0.17

contract_valid_until

0.04

MOST FREQUENT VALUES

68

496

2.7%

70

487

2.7%

58

486

2.7%

65

478

2.6%

60

460

2.5%

55

447

2.4%

62

429

2.3%

67

427

2.3%

72

424

2.3%

59

419

2.3%

66

410

2.2%

63

409

2.2%

64

395

2.2%

69

380

2.1%

61

370

2.0%

SMALLEST VALUES

9

1

<0.1%

10

1

<0.1%

11

5

<0.1%

12

11

<0.1%

13

14

<0.1%

14

11

<0.1%

15

26

0.1%

16

64

0.4%

17

83

0.5%

18

93

0.5%

19

101

0.6%

20

117

0.6%

21

114

0.6%

22

141

0.8%

23

128

0.7%

LARGEST VALUES

95

1

<0.1%

94

3

<0.1%

93

3

<0.1%

92

16

<0.1%

91

10

<0.1%

90

33

0.2%

89

29

0.2%

88

56

0.3%

87

53

0.3%

86

59

0.3%

85

89

0.5%

84

108

0.6%

83

120

0.7%

82

151

0.8%

81

167

0.9%

mentality_interceptions

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

defending_standing_tackle

0.95

defending_sliding_tackle

0.93

defending_marking

0.91

defending

0.77

mentality_aggression

0.75

skill_long_passing

0.60

power_stamina

0.58

attacking_heading_accuracy

0.55

attacking_short_passing

0.55

goalkeeping_reflexes

-0.49

goalkeeping_handling

-0.49

goalkeeping_diving

-0.49

goalkeeping_kicking

-0.48

goalkeeping_positioning

-0.48

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.53

international_reputation

0.14

weak_foot

0.12

contract_valid_until

0.04

MOST FREQUENT VALUES

62

507

2.8%

64

492

2.7%

65

489

2.7%

63

466

2.5%

66

454

2.5%

60

430

2.4%

59

412

2.3%

67

412

2.3%

58

403

2.2%

61

398

2.2%

68

383

2.1%

22

383

2.1%

57

377

2.1%

23

374

2.0%

55

369

2.0%

SMALLEST VALUES

3

1

<0.1%

4

1

<0.1%

5

7

<0.1%

6

42

0.2%

7

62

0.3%

8

83

0.5%

9

67

0.4%

10

151

0.8%

11

170

0.9%

12

228

1.2%

13

205

1.1%

14

226

1.2%

15

227

1.2%

16

236

1.3%

17

247

1.4%

LARGEST VALUES

92

1

<0.1%

90

2

<0.1%

89

9

<0.1%

88

6

<0.1%

87

7

<0.1%

86

14

<0.1%

85

10

<0.1%

84

15

<0.1%

83

26

0.1%

82

54

0.3%

81

50

0.3%

80

72

0.4%

79

88

0.5%

78

104

0.6%

77

128

0.7%

mentality_positioning

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

skill_dribbling

0.90

attacking_finishing

0.90

skill_ball_control

0.87

power_long_shots

0.87

attacking_volleys

0.86

skill_curve

0.82

mentality_penalties

0.81

attacking_crossing

0.79

attacking_short_passing

0.77

skill_fk_accuracy

0.74

mentality_vision

0.74

movement_agility

0.71

goalkeeping_diving

-0.68

goalkeeping_handling

-0.68

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.83

weak_foot

0.37

international_reputation

0.18

contract_valid_until

0.07

MOST FREQUENT VALUES

58

586

3.2%

65

545

3.0%

62

540

3.0%

60

516

2.8%

64

507

2.8%

55

506

2.8%

59

506

2.8%

66

472

2.6%

68

470

2.6%

63

469

2.6%

57

465

2.5%

61

442

2.4%

56

438

2.4%

54

437

2.4%

67

437

2.4%

SMALLEST VALUES

2

4

<0.1%

3

6

<0.1%

4

93

0.5%

5

136

0.7%

6

172

0.9%

7

157

0.9%

8

160

0.9%

9

83

0.5%

10

127

0.7%

11

179

1.0%

12

180

1.0%

13

177

1.0%

14

142

0.8%

15

127

0.7%

16

112

0.6%

LARGEST VALUES

95

1

<0.1%

94

1

<0.1%

93

3

<0.1%

92

4

<0.1%

91

4

<0.1%

90

6

<0.1%

89

4

<0.1%

88

7

<0.1%

87

12

<0.1%

86

13

<0.1%

85

22

0.1%

84

38

0.2%

83

46

0.3%

82

48

0.3%

81

45

0.2%

mentality_vision

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

power_long_shots

0.76

passing

0.75

skill_curve

0.75

mentality_positioning

0.74

skill_dribbling

0.73

skill_fk_accuracy

0.72

skill_ball_control

0.71

attacking_short_passing

0.71

attacking_finishing

0.70

attacking_volleys

0.70

skill_long_passing

0.69

attacking_crossing

0.68

dribbling

0.68

power_shot_power

0.67

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.67

weak_foot

0.35

international_reputation

0.29

contract_valid_until

0.08

MOST FREQUENT VALUES

59

589

3.2%

58

588

3.2%

60

560

3.1%

65

546

3.0%

55

532

2.9%

64

529

2.9%

62

520

2.8%

57

507

2.8%

63

494

2.7%

54

489

2.7%

52

484

2.6%

53

452

2.5%

56

447

2.4%

51

446

2.4%

61

438

2.4%

SMALLEST VALUES

9

3

<0.1%

10

4

<0.1%

11

13

<0.1%

12

15

<0.1%

13

16

<0.1%

14

21

0.1%

15

16

<0.1%

16

13

<0.1%

17

10

<0.1%

18

26

0.1%

19

22

0.1%

20

32

0.2%

21

29

0.2%

22

46

0.3%

23

48

0.3%

LARGEST VALUES

94

2

<0.1%

92

1

<0.1%

91

2

<0.1%

90

2

<0.1%

89

4

<0.1%

88

5

<0.1%

87

7

<0.1%

86

22

0.1%

85

13

<0.1%

84

17

<0.1%

83

31

0.2%

82

42

0.2%

81

39

0.2%

80

67

0.4%

79

66

0.4%

mentality_penalties

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

attacking_finishing

0.85

attacking_volleys

0.84

power_long_shots

0.82

mentality_positioning

0.81

skill_ball_control

0.78

skill_dribbling

0.78

skill_curve

0.76

skill_fk_accuracy

0.74

attacking_short_passing

0.69

power_shot_power

0.67

attacking_crossing

0.65

mentality_vision

0.64

goalkeeping_diving

-0.62

goalkeeping_handling

-0.62

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.75

weak_foot

0.35

international_reputation

0.22

contract_valid_until

0.04

MOST FREQUENT VALUES

55

506

2.8%

48

498

2.7%

49

474

2.6%

59

471

2.6%

58

469

2.6%

45

466

2.5%

42

455

2.5%

60

454

2.5%

40

448

2.5%

44

441

2.4%

52

434

2.4%

41

420

2.3%

46

414

2.3%

56

411

2.2%

62

411

2.2%

SMALLEST VALUES

7

5

<0.1%

8

4

<0.1%

9

8

<0.1%

10

56

0.3%

11

95

0.5%

12

114

0.6%

13

99

0.5%

14

116

0.6%

15

140

0.8%

16

126

0.7%

17

120

0.7%

18

125

0.7%

19

124

0.7%

20

99

0.5%

21

121

0.7%

LARGEST VALUES

92

1

<0.1%

91

4

<0.1%

90

9

<0.1%

89

2

<0.1%

88

5

<0.1%

87

5

<0.1%

86

10

<0.1%

85

13

<0.1%

84

12

<0.1%

83

18

<0.1%

82

18

<0.1%

81

20

0.1%

80

52

0.3%

79

29

0.2%

78

56

0.3%

mentality_composure

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

overall

0.72

attacking_short_passing

0.72

skill_ball_control

0.71

movement_reactions

0.69

skill_long_passing

0.67

mentality_vision

0.65

power_long_shots

0.65

skill_curve

0.64

skill_dribbling

0.63

attacking_volleys

0.62

power_shot_power

0.62

mentality_positioning

0.61

skill_fk_accuracy

0.60

attacking_crossing

0.60

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.61

international_reputation

0.38

weak_foot

0.31

contract_valid_until

0.09

MOST FREQUENT VALUES

58

732

4.0%

60

728

4.0%

65

703

3.8%

62

697

3.8%

55

662

3.6%

64

657

3.6%

63

609

3.3%

59

591

3.2%

68

591

3.2%

56

557

3.0%

66

548

3.0%

57

546

3.0%

67

537

2.9%

61

516

2.8%

70

503

2.8%

SMALLEST VALUES

12

3

<0.1%

13

4

<0.1%

14

1

<0.1%

15

2

<0.1%

16

2

<0.1%

17

2

<0.1%

18

4

<0.1%

19

2

<0.1%

20

7

<0.1%

21

29

0.2%

22

34

0.2%

23

34

0.2%

24

29

0.2%

25

38

0.2%

26

34

0.2%

LARGEST VALUES

96

1

<0.1%

95

2

<0.1%

94

1

<0.1%

93

1

<0.1%

92

5

<0.1%

91

4

<0.1%

90

5

<0.1%

89

5

<0.1%

88

6

<0.1%

87

18

<0.1%

86

19

0.1%

85

25

0.1%

84

51

0.3%

83

43

0.2%

82

83

0.5%

defending_marking

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

defending_standing_tackle

0.92

defending_sliding_tackle

0.91

mentality_interceptions

0.91

mentality_aggression

0.74

defending

0.73

skill_long_passing

0.61

power_stamina

0.60

attacking_heading_accuracy

0.59

attacking_short_passing

0.58

goalkeeping_reflexes

-0.55

goalkeeping_handling

-0.55

goalkeeping_diving

-0.54

goalkeeping_kicking

-0.54

goalkeeping_positioning

-0.54

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.59

weak_foot

0.13

international_reputation

0.13

contract_valid_until

0.04

MOST FREQUENT VALUES

60

518

2.8%

65

510

2.8%

64

494

2.7%

62

489

2.7%

58

486

2.7%

66

459

2.5%

63

423

2.3%

55

415

2.3%

68

414

2.3%

59

407

2.2%

61

399

2.2%

57

385

2.1%

67

377

2.1%

70

369

2.0%

69

352

1.9%

SMALLEST VALUES

1

<0.1%

3

1

<0.1%

4

2

<0.1%

5

46

0.3%

6

55

0.3%

7

72

0.4%

8

109

0.6%

9

116

0.6%

10

162

0.9%

11

152

0.8%

12

237

1.3%

13

147

0.8%

14

185

1.0%

15

246

1.3%

16

183

1.0%

LARGEST VALUES

94

1

<0.1%

92

1

<0.1%

91

2

<0.1%

90

8

<0.1%

89

3

<0.1%

88

6

<0.1%

87

5

<0.1%

86

9

<0.1%

85

14

<0.1%

84

12

<0.1%

83

24

0.1%

82

32

0.2%

81

35

0.2%

80

54

0.3%

79

67

0.4%

defending_standing_tackle

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

defending_sliding_tackle

0.98

mentality_interceptions

0.95

defending_marking

0.92

defending

0.76

mentality_aggression

0.74

skill_long_passing

0.59

power_stamina

0.58

attacking_heading_accuracy

0.56

attacking_short_passing

0.56

goalkeeping_reflexes

-0.54

goalkeeping_handling

-0.53

goalkeeping_kicking

-0.53

goalkeeping_diving

-0.53

goalkeeping_positioning

-0.53

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.58

weak_foot

0.13

international_reputation

0.10

contract_valid_until

0.04

MOST FREQUENT VALUES

64

616

3.4%

65

595

3.3%

66

547

3.0%

63

532

2.9%

68

519

2.8%

67

504

2.8%

62

502

2.7%

70

445

2.4%

13

413

2.3%

60

400

2.2%

69

395

2.2%

14

389

2.1%

59

385

2.1%

61

364

2.0%

58

349

1.9%

SMALLEST VALUES

5

1

<0.1%

6

3

<0.1%

7

9

<0.1%

8

16

<0.1%

9

39

0.2%

10

181

1.0%

11

312

1.7%

12

341

1.9%

13

413

2.3%

14

389

2.1%

15

314

1.7%

16

220

1.2%

17

223

1.2%

18

259

1.4%

19

246

1.3%

LARGEST VALUES

92

1

<0.1%

91

2

<0.1%

90

3

<0.1%

89

4

<0.1%

88

4

<0.1%

87

13

<0.1%

86

15

<0.1%

85

17

<0.1%

84

27

0.1%

83

45

0.2%

82

52

0.3%

81

46

0.3%

80

83

0.5%

79

84

0.5%

78

129

0.7%

defending_sliding_tackle

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

defending_standing_tackle

0.98

mentality_interceptions

0.93

defending_marking

0.91

defending

0.76

mentality_aggression

0.72

skill_long_passing

0.57

power_stamina

0.55

attacking_heading_accuracy

0.54

attacking_short_passing

0.52

goalkeeping_reflexes

-0.51

goalkeeping_handling

-0.51

goalkeeping_diving

-0.51

goalkeeping_kicking

-0.51

goalkeeping_positioning

-0.51

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.57

weak_foot

0.12

international_reputation

0.09

contract_valid_until

0.04

MOST FREQUENT VALUES

62

563

3.1%

64

556

3.0%

63

547

3.0%

65

505

2.8%

60

472

2.6%

66

471

2.6%

61

453

2.5%

12

428

2.3%

13

426

2.3%

68

422

2.3%

14

422

2.3%

59

416

2.3%

58

407

2.2%

67

396

2.2%

57

344

1.9%

SMALLEST VALUES

3

1

<0.1%

4

1

<0.1%

5

1

<0.1%

6

2

<0.1%

7

4

<0.1%

8

14

<0.1%

9

44

0.2%

10

205

1.1%

11

329

1.8%

12

428

2.3%

13

426

2.3%

14

422

2.3%

15

308

1.7%

16

278

1.5%

17

247

1.4%

LARGEST VALUES

90

2

<0.1%

89

2

<0.1%

88

4

<0.1%

87

5

<0.1%

86

12

<0.1%

85

13

<0.1%

84

13

<0.1%

83

16

<0.1%

82

33

0.2%

81

38

0.2%

80

55

0.3%

79

60

0.3%

78

70

0.4%

77

107

0.6%

76

140

0.8%

goalkeeping_diving

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

goalkeeping_reflexes

0.97

goalkeeping_handling

0.97

goalkeeping_positioning

0.97

goalkeeping_kicking

0.97

skill_ball_control

-0.79

skill_dribbling

-0.76

attacking_heading_accuracy

-0.75

attacking_short_passing

-0.74

power_stamina

-0.69

mentality_positioning

-0.68

attacking_crossing

-0.67

mentality_penalties

-0.62

power_long_shots

-0.61

skill_curve

-0.61

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.98

weak_foot

0.28

contract_valid_until

0.03

international_reputation

0.01

MOST FREQUENT VALUES

8

1,621

8.9%

9

1,607

8.8%

7

1,602

8.8%

12

1,589

8.7%

10

1,588

8.7%

14

1,584

8.7%

13

1,553

8.5%

11

1,546

8.5%

6

1,345

7.4%

15

1,205

6.6%

16

466

2.5%

5

450

2.5%

64

119

0.7%

66

114

0.6%

65

111

0.6%

SMALLEST VALUES

1

11

<0.1%

2

5

<0.1%

3

17

<0.1%

4

23

0.1%

5

450

2.5%

6

1,345

7.4%

7

1,602

8.8%

8

1,621

8.9%

9

1,607

8.8%

10

1,588

8.7%

11

1,546

8.5%

12

1,589

8.7%

13

1,553

8.5%

14

1,584

8.7%

15

1,205

6.6%

LARGEST VALUES

90

3

<0.1%

89

1

<0.1%

88

2

<0.1%

87

3

<0.1%

86

4

<0.1%

85

6

<0.1%

84

10

<0.1%

83

7

<0.1%

82

15

<0.1%

81

12

<0.1%

80

19

0.1%

79

32

0.2%

78

23

0.1%

77

34

0.2%

76

35

0.2%

goalkeeping_handling

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

goalkeeping_diving

0.97

goalkeeping_reflexes

0.97

goalkeeping_positioning

0.97

goalkeeping_kicking

0.97

skill_ball_control

-0.79

skill_dribbling

-0.76

attacking_heading_accuracy

-0.75

attacking_short_passing

-0.74

power_stamina

-0.69

mentality_positioning

-0.68

attacking_crossing

-0.66

mentality_penalties

-0.62

power_long_shots

-0.61

skill_curve

-0.61

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.97

weak_foot

0.28

contract_valid_until

0.02

international_reputation

0.01

MOST FREQUENT VALUES

11

1,621

8.9%

12

1,615

8.8%

10

1,613

8.8%

7

1,599

8.7%

8

1,595

8.7%

14

1,585

8.7%

9

1,573

8.6%

13

1,542

8.4%

6

1,300

7.1%

15

1,156

6.3%

16

545

3.0%

5

418

2.3%

62

151

0.8%

60

123

0.7%

65

121

0.7%

SMALLEST VALUES

1

11

<0.1%

2

7

<0.1%

3

19

0.1%

4

20

0.1%

5

418

2.3%

6

1,300

7.1%

7

1,599

8.7%

8

1,595

8.7%

9

1,573

8.6%

10

1,613

8.8%

11

1,621

8.9%

12

1,615

8.8%

13

1,542

8.4%

14

1,585

8.7%

15

1,156

6.3%

LARGEST VALUES

92

1

<0.1%

89

1

<0.1%

87

1

<0.1%

86

1

<0.1%

85

3

<0.1%

84

5

<0.1%

83

3

<0.1%

82

12

<0.1%

81

6

<0.1%

80

11

<0.1%

79

13

<0.1%

78

8

<0.1%

77

22

0.1%

76

16

<0.1%

75

28

0.2%

goalkeeping_kicking

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

goalkeeping_reflexes

0.97

goalkeeping_diving

0.97

goalkeeping_handling

0.97

goalkeeping_positioning

0.97

skill_ball_control

-0.79

skill_dribbling

-0.76

attacking_heading_accuracy

-0.74

attacking_short_passing

-0.73

power_stamina

-0.69

mentality_positioning

-0.68

attacking_crossing

-0.66

mentality_penalties

-0.62

power_long_shots

-0.61

skill_curve

-0.60

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.97

weak_foot

0.27

contract_valid_until

0.03

international_reputation

0.02

MOST FREQUENT VALUES

9

1,684

9.2%

12

1,634

8.9%

13

1,617

8.8%

7

1,603

8.8%

10

1,576

8.6%

14

1,562

8.5%

8

1,555

8.5%

11

1,538

8.4%

6

1,259

6.9%

15

1,101

6.0%

16

552

3.0%

5

459

2.5%

60

128

0.7%

58

123

0.7%

61

119

0.7%

SMALLEST VALUES

1

12

<0.1%

2

5

<0.1%

3

20

0.1%

4

18

<0.1%

5

459

2.5%

6

1,259

6.9%

7

1,603

8.8%

8

1,555

8.5%

9

1,684

9.2%

10

1,576

8.6%

11

1,538

8.4%

12

1,634

8.9%

13

1,617

8.8%

14

1,562

8.5%

15

1,101

6.0%

LARGEST VALUES

93

1

<0.1%

91

1

<0.1%

90

1

<0.1%

88

1

<0.1%

87

1

<0.1%

86

2

<0.1%

85

2

<0.1%

84

3

<0.1%

82

4

<0.1%

81

7

<0.1%

80

4

<0.1%

79

12

<0.1%

78

20

0.1%

77

19

0.1%

76

20

0.1%

goalkeeping_positioning

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

goalkeeping_diving

0.97

goalkeeping_reflexes

0.97

goalkeeping_handling

0.97

goalkeeping_kicking

0.97

skill_ball_control

-0.79

skill_dribbling

-0.76

attacking_heading_accuracy

-0.74

attacking_short_passing

-0.73

power_stamina

-0.69

mentality_positioning

-0.68

attacking_crossing

-0.66

mentality_penalties

-0.62

skill_curve

-0.61

power_long_shots

-0.60

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.97

weak_foot

0.28

contract_valid_until

0.03

international_reputation

0.01

MOST FREQUENT VALUES

8

1,647

9.0%

10

1,636

9.0%

11

1,623

8.9%

9

1,614

8.8%

7

1,579

8.6%

12

1,578

8.6%

14

1,539

8.4%

13

1,514

8.3%

6

1,264

6.9%

15

1,224

6.7%

16

496

2.7%

5

440

2.4%

65

116

0.6%

64

112

0.6%

66

111

0.6%

SMALLEST VALUES

1

11

<0.1%

2

6

<0.1%

3

14

<0.1%

4

25

0.1%

5

440

2.4%

6

1,264

6.9%

7

1,579

8.6%

8

1,647

9.0%

9

1,614

8.8%

10

1,636

9.0%

11

1,623

8.9%

12

1,578

8.6%

13

1,514

8.3%

14

1,539

8.4%

15

1,224

6.7%

LARGEST VALUES

91

1

<0.1%

90

2

<0.1%

89

1

<0.1%

88

1

<0.1%

86

4

<0.1%

85

4

<0.1%

84

5

<0.1%

83

4

<0.1%

82

14

<0.1%

81

10

<0.1%

80

14

<0.1%

79

20

0.1%

78

17

<0.1%

77

24

0.1%

76

31

0.2%

goalkeeping_reflexes

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

goalkeeping_diving

0.97

goalkeeping_handling

0.97

goalkeeping_positioning

0.97

goalkeeping_kicking

0.97

skill_ball_control

-0.79

skill_dribbling

-0.76

attacking_heading_accuracy

-0.75

attacking_short_passing

-0.74

power_stamina

-0.69

mentality_positioning

-0.68

attacking_crossing

-0.67

mentality_penalties

-0.62

skill_curve

-0.61

power_long_shots

-0.61

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

skill_moves

0.98

weak_foot

0.28

contract_valid_until

0.02

international_reputation

0.01

MOST FREQUENT VALUES

11

1,650

9.0%

12

1,615

8.8%

8

1,590

8.7%

9

1,588

8.7%

10

1,586

8.7%

13

1,574

8.6%

14

1,565

8.6%

7

1,554

8.5%

6

1,311

7.2%

15

1,175

6.4%

16

483

2.6%

5

448

2.5%

64

115

0.6%

68

115

0.6%

65

104

0.6%

SMALLEST VALUES

1

11

<0.1%

2

3

<0.1%

3

22

0.1%

4

23

0.1%

5

448

2.5%

6

1,311

7.2%

7

1,554

8.5%

8

1,590

8.7%

9

1,588

8.7%

10

1,586

8.7%

11

1,650

9.0%

12

1,615

8.8%

13

1,574

8.6%

14

1,565

8.6%

15

1,175

6.4%

LARGEST VALUES

92

1

<0.1%

91

1

<0.1%

90

3

<0.1%

89

5

<0.1%

88

5

<0.1%

87

5

<0.1%

86

6

<0.1%

85

7

<0.1%

84

13

<0.1%

83

17

<0.1%

82

18

<0.1%

81

21

0.1%

80

22

0.1%

79

33

0.2%

78

30

0.2%